Jinsong Su

GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models ACL 2026 Selective Contrastive Learning For Gloss Free Sign Language Translation ACL 2026 HEALing Entropy Collapse: Enhancing Exploration in Few-Shot RLVR via Hybrid-Domain Entropy Dynamics Alignment ACL 2026 LegalGraphRAG: Multi-Agent Graph Retrieval-Augmented Generation for Reliable Legal Reasoning ACL 2026 DetectRL-X: Towards Reliable Multilingual and Real-World LLM-Generated Text Detection ACL 2026 Augmenting Intra-Modal Understanding in MLLMs for Robust Multimodal Keyphrase Generation AAAI 2026 PLaST: Towards Paralinguistic-aware Speech Translation AAAI 2026 CNSL-bench: Benchmarking the Sign Language Understanding Capabilities of MLLMs on Chinese National Sign Language ACL 2026 Beyond Passive Critical Thinking: Fostering Proactive Questioning to Enhance Human-AI Collaboration AAAI 2026 EpiCoder: Encompassing Diversity and Complexity in Code Generation ICML 2025 LiteSearch: Efficient Tree Search with Dynamic Exploration Budget for Math Reasoning AAAI 2025 Boosting Visual Knowledge-Intensive Training for LVLMs Through Causality-Driven Visual Object Completion IJCAI 2025 An Evaluation Resource for Grounding Translation Errors EMNLP 2025 PATIMT-Bench: A Multi-Scenario Benchmark for Position-Aware Text Image Machine Translation in Large Vision-Language Models EMNLP 2025 LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning EMNLP 2025 TempParaphraser: “Heating Up” Text to Evade AI-Text Detection through Paraphrasing EMNLP 2025 LLM-OREF: An Open Relation Extraction Framework Based on Large Language Models EMNLP 2025 A Multi-Agent Framework with Automated Decision Rule Optimization for Cross-Domain Misinformation Detection EMNLP 2025 Locate-and-Focus: Enhancing Terminology Translation in Speech Language Models ACL 2025 FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented Generation ACL 2025 Don’t Get Lost in the Trees: Streamlining LLM Reasoning by Overcoming Tree Search Exploration Pitfalls ACL 2025 Advancing SMoE for Continuous Domain Adaptation of MLLMs: Adaptive Router and Domain-Specific Loss ACL 2025 A Self-Denoising Model for Robust Few-Shot Relation Extraction ACL 2025 Investigating Inference-time Scaling for Chain of Multi-modal Thought: A Preliminary Study ACL 2025 AVG-LLaVA: An Efficient Large Multimodal Model with Adaptive Visual Granularity ACL 2025 Multi-Level Cross-Modal Alignment for Speech Relation Extraction EMNLP 2024 Empowering Backbone Models for Visual Text Generation with Input Granularity Control and Glyph-Aware Training EMNLP 2024 MHGRL: An Effective Representation Learning Model for Electronic Health Records COLING 2024 Adaptive Simultaneous Sign Language Translation with Confident Translation Length Estimation COLING 2024 Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal ACL 2024 Retaining Key Information under High Compression Ratios: Query-Guided Compressor for LLMs ACL 2024 Towards Better Graph-based Cross-document Relation Extraction via Non-bridge Entity Enhancement and Prediction Debiasing ACL 2024 Translatotron-V(ison): An End-to-End Model for In-Image Machine Translation ACL 2024 Efficient k-Nearest-Neighbor Machine Translation with Dynamic Retrieval ACL 2024 Response Enhanced Semi-supervised Dialogue Query Generation AAAI 2024 Conditional Variational Autoencoder for Sign Language Translation with Cross-Modal Alignment AAAI 2024 Improving LLM Generations via Fine-Grained Self-Endorsement ACL 2024 Signer Diversity-driven Data Augmentation for Signer-Independent Sign Language Translation NAACL 2024 Using Large Language Model for End-to-End Chinese ASR and NER INTERSPEECH 2024 Self-Consistency Boosts Calibration for Math Reasoning EMNLP 2024 EmoTrans: Emotional Transition-based Model for Emotion Recognition in Conversation COLING 2024 A Learning Rate Path Switching Training Paradigm for Version Updates of Large Language Models EMNLP 2024 One2Set + Large Language Model: Best Partners for Keyphrase Generation EMNLP 2024 LagNet: Deep Lagrangian Mechanics for Plug-and-Play Molecular Representation Learning AAAI 2023 Exploring Self-Distillation Based Relational Reasoning Training for Document-Level Relation Extraction AAAI 2023 IBADR: an Iterative Bias-Aware Dataset Refinement Framework for Debiasing NLU models EMNLP 2023 Continual Learning for Multilingual Neural Machine Translation via Dual Importance-based Model Division EMNLP 2023 Domain Adaptation for Conversational Query Production with the RAG Model Feedback EMNLP 2023 Exploring Better Text Image Translation with Multimodal Codebook ACL 2023 Bridging the Domain Gaps in Context Representations for k-Nearest Neighbor Neural Machine Translation ACL 2023 A Sequence-to-Sequence&Set Model for Text-to-Table Generation ACL 2023 BigVideo: A Large-scale Video Subtitle Translation Dataset for Multimodal Machine Translation ACL 2023 RC3: Regularized Contrastive Cross-lingual Cross-modal Pre-training ACL 2023 Revisiting Non-Autoregressive Translation at Scale ACL 2023 The Xiaomi AI Lab’s Speech Translation Systems for IWSLT 2023 Offline Task, Simultaneous Task and Speech-to-Speech Task ACL 2023 Exploring All-In-One Knowledge Distillation Framework for Neural Machine Translation EMNLP 2023 HyperNetwork-based Decoupling to Improve Model Generalization for Few-Shot Relation Extraction EMNLP 2023 Exploring Effective Inter-Encoder Semantic Interaction for Document-Level Relation Extraction IJCAI 2023 Code-Aware Cross-Program Transfer Hyperparameter Optimization AAAI 2023 CLLE: A Benchmark for Continual Language Learning Evaluation in Multilingual Machine Translation EMNLP 2022 KGR4: Retrieval, Retrospect, Refine and Rethink for Commonsense Generation AAAI 2022 A Label Dependence-Aware Sequence Generation Model for Multi-Level Implicit Discourse Relation Recognition AAAI 2022 A Variational Hierarchical Model for Neural Cross-Lingual Summarization ACL 2022 Confidence Based Bidirectional Global Context Aware Training Framework for Neural Machine Translation ACL 2022 Type-Driven Multi-Turn Corrections for Grammatical Error Correction ACL 2022 Towards Robust Neural Machine Translation with Iterative Scheduled Data-Switch Training COLING 2022 Sentiment-Aware Word and Sentence Level Pre-training for Sentiment Analysis EMNLP 2022 Towards Robust k-Nearest-Neighbor Machine Translation EMNLP 2022 WR-One2Set: Towards Well-Calibrated Keyphrase Generation EMNLP 2022 Towards Better Document-level Relation Extraction via Iterative Inference EMNLP 2022 Adaptive Token-level Cross-lingual Feature Mixing for Multilingual Neural Machine Translation EMNLP 2022 Getting the Most out of Simile Recognition EMNLP 2022 Bridging the Gap between Training and Inference: Multi-Candidate Optimization for Diverse Neural Machine Translation NAACL 2022 Bridging Subword Gaps in Pretrain-Finetune Paradigm for Natural Language Generation ACL 2021 Towards User-Driven Neural Machine Translation ACL 2021 Improving Graph-based Sentence Ordering with Iteratively Predicted Pairwise Orderings EMNLP 2021 Enhancing Chinese Word Segmentation via Pseudo Labels for Practicability IJCNLP 2021 Bridging Subword Gaps in Pretrain-Finetune Paradigm for Natural Language Generation IJCNLP 2021 Improving Tree-Structured Decoder Training for Code Generation via Mutual Learning AAAI 2021 Towards Making the Most of Dialogue Characteristics for Neural Chat Translation EMNLP 2021 Exploring Dynamic Selection of Branch Expansion Orders for Code Generation IJCNLP 2021 Towards User-Driven Neural Machine Translation IJCNLP 2021 BACO: A Background Knowledge- and Content-Based Framework for Citing Sentence Generation IJCNLP 2021 A Structure Self-Aware Model for Discourse Parsing on Multi-Party Dialogues IJCAI 2021 BACO: A Background Knowledge- and Content-Based Framework for Citing Sentence Generation ACL 2021 Enhancing Chinese Word Segmentation via Pseudo Labels for Practicability ACL 2021 Exploring Dynamic Selection of Branch Expansion Orders for Code Generation ACL 2021 Neural Simile Recognition with Cyclic Multitask Learning and Local Attention AAAI 2020 Enhancing Pointer Network for Sentence Ordering with Pairwise Ordering Predictions AAAI 2020 Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer ACL 2020 A Robust Adversarial Training Approach to Machine Reading Comprehension AAAI 2020 Modeling Discourse Structure for Document-level Neural Machine Translation ACL 2020 An Iterative Multi-Source Mutual Knowledge Transfer Framework for Machine Reading Comprehension IJCAI 2020 Structural Information Preserving for Graph-to-Text Generation ACL 2020 A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation ACL 2020 Iterative Dual Domain Adaptation for Neural Machine Translation EMNLP 2019 Free VQA Models from Knowledge Inertia by Pairwise Inconformity Learning AAAI 2019 Neural Collective Entity Linking Based on Recurrent Random Walk Network Learning IJCAI 2019 Graph-based Neural Sentence Ordering IJCAI 2019 Leveraging Dependency Forest for Neural Medical Relation Extraction IJCNLP 2019 Towards Linear Time Neural Machine Translation with Capsule Networks IJCNLP 2019 Iterative Dual Domain Adaptation for Neural Machine Translation IJCNLP 2019 Progressive Self-Supervised Attention Learning for Aspect-Level Sentiment Analysis ACL 2019 Dynamic Capsule Attention for Visual Question Answering AAAI 2019 Leveraging Dependency Forest for Neural Medical Relation Extraction EMNLP 2019 Towards Linear Time Neural Machine Translation with Capsule Networks EMNLP 2019 Deconvolution-Based Global Decoding for Neural Machine Translation COLING 2018 Multi-Domain Neural Machine Translation with Word-Level Domain Context Discrimination EMNLP 2018 Simplifying Neural Machine Translation with Addition-Subtraction Twin-Gated Recurrent Networks EMNLP 2018 Accelerating Neural Transformer via an Average Attention Network ACL 2018 Neural Machine Translation with Decoding History Enhanced Attention COLING 2018 GroupCap: Group-Based Image Captioning With Structured Relevance and Diversity Constraints CVPR 2018 Improving Implicit Discourse Relation Recognition with Discourse-specific Word Embeddings ACL 2017 Bilingually-constrained Synthetic Data for Implicit Discourse Relation Recognition EMNLP 2016 Tree-State Based Rule Selection Models for Hierarchical Phrase-Based Machine Translation IJCAI 2016 Bilingual Autoencoders with Global Descriptors for Modeling Parallel Sentences COLING 2016 Convolution-Enhanced Bilingual Recursive Neural Network for Bilingual Semantic Modeling COLING 2016 Variational Neural Discourse Relation Recognizer EMNLP 2016 Variational Neural Machine Translation EMNLP 2016 Graph-Based Collective Lexical Selection for Statistical Machine Translation EMNLP 2015 A Context-Aware Topic Model for Statistical Machine Translation ACL 2015 A Context-Aware Topic Model for Statistical Machine Translation IJCNLP 2015 Discriminative Reordering Model Adaptation via Structural Learning IJCAI 2015 Bilingual Correspondence Recursive Autoencoder for Statistical Machine Translation EMNLP 2015 Shallow Convolutional Neural Network for Implicit Discourse Relation Recognition EMNLP 2015 Regularized Structured Perceptron: A Case Study on Chinese Word Segmentation, POS Tagging and Parsing EACL 2014 A Topic-Triggered Language Model for Statistical Machine Translation IJCNLP 2013 Translation Model Adaptation for Statistical Machine Translation with Monolingual Topic Information ACL 2012 Dependency-Based Bracketing Transduction Grammar for Statistical Machine Translation COLING 2010 Learning Lexicalized Reordering Models from Reordering Graphs ACL 2010